Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "9" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 92 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 88 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.271099 | 0.408177 | 10.129449 | 1.565987 | 4.759000 | 1.766208 | 9.638597 | 1.918186 | 0.7435 | 0.7454 | 0.2768 | 10.328034 | 10.545673 |
| 2459593 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.802657 | 3.118598 | 9.217535 | 2.214347 | 4.393491 | 2.294962 | 4.269784 | 0.738022 | 0.7060 | 0.6988 | 0.2633 | 4.371562 | 4.259797 |
| 2459592 | dish_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 0.113794 | -0.408720 | 2.361957 | -0.291137 | 0.191894 | 0.193823 | -1.829878 | -0.028505 | 0.0290 | 0.0299 | 0.0023 | nan | nan |
| 2459591 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.829506 | 3.541229 | 11.398287 | 3.183940 | 2.810159 | 1.295670 | 1.101864 | -0.826274 | 0.6468 | 0.6608 | 0.3765 | 3.624918 | 3.954881 |
| 2459590 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 5.059478 | 3.681769 | 10.994299 | 2.243647 | 2.491123 | 2.361424 | 0.670809 | -0.445866 | 0.6492 | 0.6600 | 0.3714 | 4.269852 | 4.264830 |
| 2459589 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.737374 | 3.250593 | 10.145260 | 1.566950 | 5.676253 | 1.581898 | 6.405083 | 2.257849 | 0.6665 | 0.6688 | 0.3139 | 3.640588 | 3.843025 |
| 2459588 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.738518 | 3.167680 | 10.364522 | 3.754867 | 8.991520 | 2.460590 | 6.666692 | 1.910178 | 0.7552 | 0.7350 | 0.2304 | 6.721668 | 5.474048 |
| 2459587 | dish_ok | 100.00% | - | - | - | 100.00% | 0.00% | 354.093408 | 353.690421 | inf | inf | 111.992214 | 108.121779 | 516.674499 | 594.948225 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459586 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.529710 | 1.495232 | 0.685286 | 0.047455 | 0.454480 | -0.037039 | 1.190838 | -0.484113 | 0.6446 | 0.6552 | 0.3664 | 3.574097 | 3.513161 |
| 2459585 | dish_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.432829 | 0.032976 | 1.854643 | -0.329892 | 0.807067 | -0.686358 | -0.455803 | -0.387714 | 0.0338 | 0.0316 | 0.0019 | 0.000000 | 0.000000 |
| 2459584 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 19.620945 | 19.750783 | 5.723496 | 7.294068 | 3.346749 | 12.187376 | 0.656105 | 0.256449 | 0.6044 | 0.6205 | 0.3703 | 0.000000 | 0.000000 |
| 2459583 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.324572 | 2.866812 | 2.414267 | 2.258979 | 2.116866 | 1.823119 | 0.667688 | 0.325292 | 0.6383 | 0.6495 | 0.3929 | 2.996903 | 2.957884 |
| 2459582 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.457700 | 3.013438 | 2.073824 | 1.990871 | 1.504372 | 2.166350 | 1.243844 | 1.393692 | 0.6484 | 0.6585 | 0.3886 | 3.914016 | 3.731414 |
| 2459581 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 5.100170 | 4.478787 | 3.029896 | 2.273919 | 1.337402 | 2.232789 | 0.487574 | -0.022362 | 0.6401 | 0.6539 | 0.3969 | 3.143689 | 3.156770 |
| 2459580 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.456478 | 3.096660 | 2.447215 | 2.462819 | 1.747839 | 2.574179 | 0.479748 | 0.392321 | 0.6544 | 0.6664 | 0.3849 | 4.419899 | 4.059331 |
| 2459579 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.524821 | 3.072479 | 3.070616 | 2.801002 | 1.736820 | 2.578699 | 0.840770 | 0.813052 | 0.6521 | 0.6642 | 0.3867 | 3.771266 | 3.932263 |
| 2459578 | dish_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -1.138119 | 0.941384 | 0.306567 | 0.552030 | 0.287321 | -0.182783 | 0.235173 | -0.579128 | 0.0303 | 0.0335 | 0.0034 | nan | nan |
| 2459577 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 9.624161 | 23.074249 | 1.991744 | 3.080526 | 7.230886 | 10.541040 | 15.952312 | 23.127872 | 0.6420 | 0.6424 | 0.3705 | 3.951111 | 3.692881 |
| 2459576 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.449051 | 2.730420 | 2.401411 | 1.087506 | 1.385690 | 0.688240 | 0.522638 | 0.156899 | 0.6701 | 0.6810 | 0.3847 | 0.000000 | 0.000000 |
| 2459575 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.984093 | 2.676374 | 1.633742 | 1.348461 | 1.087321 | 0.578897 | 2.086011 | 1.067634 | 0.7241 | 0.7249 | 0.3516 | 0.000000 | 0.000000 |
| 2459574 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.101240 | 2.828505 | 1.936198 | 1.008285 | 1.942873 | 0.630173 | 1.780692 | -0.953867 | 0.6729 | 0.6858 | 0.3740 | 3.746209 | 3.348399 |
| 2459573 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.216904 | 3.137930 | 3.091008 | 3.252840 | 1.044177 | 1.509759 | 0.480410 | -0.775295 | 0.6533 | 0.6662 | 0.3970 | 0.000000 | 0.000000 |
| 2459572 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.022978 | 2.827261 | 1.902565 | 1.207693 | 0.881518 | 1.118176 | 1.265043 | 0.657139 | 0.6567 | 0.6684 | 0.3967 | 4.311342 | 3.357764 |
| 2459571 | dish_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -1.068146 | 0.855278 | 0.175786 | 0.402850 | 0.859219 | -0.997846 | 0.166366 | -0.671850 | 0.0296 | 0.0363 | 0.0027 | nan | nan |
| 2459570 | dish_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459569 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.047790 | 3.047807 | 2.540945 | 1.465883 | 2.977259 | 0.962966 | 2.959478 | 1.147231 | 0.7224 | 0.7285 | 0.2683 | 3.144576 | 3.025561 |
| 2459566 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.557055 | 3.062010 | 2.638964 | 2.109346 | 1.284970 | 0.770920 | 0.944919 | -1.056875 | 0.6588 | 0.6708 | 0.4009 | 8.335353 | 1.386516 |
| 2459565 | dish_ok | 0.00% | - | - | - | 100.00% | 0.00% | -2.569066 | -2.569066 | -2.410329 | -2.410329 | 0.475242 | 0.475242 | 0.005642 | 0.005642 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.502422 | 3.751235 | -0.156409 | 2.621271 | -0.749630 | 0.002746 | 0.108101 | -0.477929 | 0.6721 | 0.6643 | 0.3930 | 3.066847 | 2.684292 |
| 2459563 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 5.375607 | 8.156981 | 18.212059 | 23.739625 | 11.274057 | 15.902131 | 9.056070 | 7.688903 | 0.6524 | 0.6407 | 0.3992 | 0.000000 | 0.000000 |
| 2459562 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.733619 | 2.601644 | -0.500275 | 0.880320 | -1.612055 | -0.528146 | -0.111707 | -0.055210 | 0.6668 | 0.6588 | 0.3848 | 3.666381 | 2.900497 |
| 2459561 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.400956 | 3.024775 | 0.102717 | 1.450245 | -0.887590 | 0.082967 | -0.460690 | -0.764023 | 0.6674 | 0.6625 | 0.3841 | 1.888745 | 1.818057 |
| 2459560 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.867668 | 2.685041 | -0.323036 | 1.253826 | -0.659501 | 0.563317 | -0.052808 | -0.000977 | 0.6650 | 0.6560 | 0.3959 | 4.365294 | 3.304324 |
| 2459559 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.654360 | 3.687092 | 0.160652 | 1.739355 | -0.293030 | 1.037674 | -0.349286 | -0.445352 | 0.6659 | 0.6634 | 0.3903 | 2.921666 | 2.587372 |
| 2459558 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 5.329152 | 7.839314 | 9.780537 | 12.297936 | 10.512347 | 14.753330 | -0.972454 | -1.870641 | 0.6656 | 0.6554 | 0.4023 | 2.724315 | 2.555052 |
| 2459557 | dish_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0360 | 0.0303 | 0.0010 | nan | nan |
| 2459556 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 5.528530 | 8.222722 | 10.060076 | 12.657791 | 9.337372 | 13.212654 | -2.104185 | -3.329560 | 0.6732 | 0.6666 | 0.3877 | 2.875497 | 2.733093 |
| 2459554 | dish_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.6633 | 0.6552 | 0.4066 | nan | nan |
| 2459553 | dish_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.6689 | 0.6629 | 0.3990 | nan | nan |
| 2459552 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 6.988303 | 9.410009 | 12.906868 | 17.510314 | 13.100720 | 20.472481 | 0.546120 | 0.249780 | 0.6690 | 0.6597 | 0.4069 | 8.004614 | 0.000000 |
| 2459551 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.208772 | 2.713938 | -0.206246 | 1.511627 | -1.557200 | 0.443519 | -1.361403 | -2.108821 | 0.6588 | 0.6552 | 0.4012 | 3.007037 | 2.719259 |
| 2459550 | dish_ok | - | 98.35% | 98.35% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0371 | 0.0378 | 0.0022 | nan | nan |
| 2459549 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 5.277649 | 7.549208 | 9.655876 | 12.886363 | 10.061620 | 14.663749 | -1.104434 | -2.527636 | 0.6589 | 0.6561 | 0.4113 | 2.825877 | 2.727444 |
| 2459542 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 5.670018 | 7.776602 | 19.123245 | 25.688623 | 0.033221 | 1.122230 | -1.230844 | -2.188514 | 0.7247 | 0.7080 | 0.3786 | 4.508431 | 3.851035 |
| 2459541 | dish_ok | 100.00% | 1.34% | 1.34% | 0.00% | 100.00% | 0.00% | 5.212721 | 6.662926 | 11.673933 | 15.122354 | 7.344400 | 11.688015 | 3.314583 | 3.727805 | 0.7131 | 0.6925 | 0.3526 | 3.127501 | 3.162994 |
| 2459540 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.719026 | 4.301619 | 1.492261 | 2.719833 | -0.029876 | 1.833077 | -0.188359 | 0.244417 | 0.7209 | 0.6867 | 0.3780 | 3.010482 | 2.551272 |
| 2459536 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 7.394472 | 11.829017 | 15.428447 | 21.151927 | 13.961279 | 20.708101 | -1.519363 | -4.171702 | 0.7002 | 0.6974 | 0.4166 | 3.845627 | 3.238689 |
| 2459535 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.097007 | 2.915414 | 1.051897 | 2.320207 | -2.883212 | 1.390696 | -1.509801 | -1.507704 | 0.7581 | 0.7178 | 0.3985 | 2.759175 | 2.604569 |
| 2459534 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.453915 | 2.679859 | 0.237384 | 1.464517 | -1.849531 | 0.336889 | -0.386878 | -1.581699 | 0.7450 | 0.7188 | 0.3823 | 2.913787 | 2.890364 |
| 2459533 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 5.827907 | 8.430733 | 10.154976 | 13.101408 | 8.610818 | 13.162495 | -1.383533 | -2.515403 | 0.6881 | 0.6785 | 0.4059 | 2.910707 | 2.864848 |
| 2459532 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 6.913414 | 9.783966 | 13.166564 | 16.773443 | 9.850913 | 16.474424 | -1.197941 | -2.337909 | 0.6887 | 0.6765 | 0.4079 | 3.216952 | 3.167294 |
| 2459530 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.073892 | 2.733970 | -0.034636 | 1.253419 | -1.520914 | 0.505590 | -1.315488 | -1.456816 | 0.7122 | 0.6961 | 0.4073 | 3.033029 | 2.875459 |
| 2459527 | dish_ok | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | dish_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459523 | dish_ok | 100.00% | - | - | - | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459522 | dish_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459513 | dish_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 3.894476 | 4.921949 | 4.022481 | 9.113417 | 2.315618 | -0.065782 | 0.167997 | -0.790197 | 0.0383 | 0.0328 | 0.0014 | nan | nan |
| 2459508 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 6.808402 | 8.810798 | 8.798079 | 10.676553 | 9.096756 | 10.350166 | 8.189305 | 12.281454 | 0.8660 | 0.8690 | 0.3020 | 0.000000 | 0.000000 |
| 2459505 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 5.500730 | 6.195966 | 10.636153 | 12.394236 | 2.817012 | 6.553339 | -0.865072 | -0.486918 | 0.8669 | 0.8145 | 0.2508 | 6.758732 | 6.112065 |
auto_metrics notebooks.¶html_to_display = ''
for am_html in auto_metric_htmls:
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD).
HTML(html_to_display)
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | ee Power | 11.608199 | 2.789712 | 3.728116 | 3.752295 | 11.608199 | 2.870931 | 2.504981 | -0.858095 | 2.198075 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | nn Temporal Variability | 10.248451 | 3.607813 | 3.294496 | 7.239108 | 2.046804 | 4.122022 | 10.248451 | 6.187769 | 10.168818 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | ee Power | 8.185666 | 4.489503 | 2.916824 | 8.185666 | 1.806347 | 1.786201 | 1.355236 | 1.676481 | 2.104961 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | ee Power | 8.019856 | 4.346173 | 2.660804 | 8.019856 | 1.953056 | 5.152402 | 5.178768 | 3.975547 | 4.882249 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | ee Temporal Discontinuties | 6.247327 | 4.155905 | 3.676080 | 5.922768 | 1.677409 | 3.409311 | 4.855978 | 6.247327 | 5.955573 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | nn Temporal Variability | 42.326510 | 15.440527 | 20.285403 | 5.952892 | 4.368488 | 40.055452 | 42.326510 | 38.957692 | 33.730134 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | ee Power | 9.128815 | 3.592432 | 5.022341 | 3.097219 | 9.128815 | 2.151524 | 1.451951 | 0.430099 | 1.884408 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | ee Power | 10.867527 | 3.963119 | 4.588292 | 3.956704 | 10.867527 | 10.140364 | 5.571086 | 6.446178 | 5.035296 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | ee Temporal Variability | 8.017181 | 4.143764 | 3.392671 | 3.730139 | 6.850925 | 3.766238 | 8.017181 | 1.179271 | -1.212520 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | ee Temporal Variability | 0.705390 | 0.692077 | -0.623223 | 0.591129 | 0.232174 | 0.705390 | 0.632890 | -1.156345 | 0.610582 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | ee Power | 10.107205 | 4.793624 | 3.060854 | 10.107205 | 2.005284 | 3.698785 | 2.382111 | 2.532304 | 0.835441 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | ee Power | 8.861381 | 5.384595 | 4.800843 | 8.861381 | 2.950688 | 0.419087 | -0.169454 | 1.154581 | -0.178786 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | ee Power | 11.570500 | 3.280638 | 4.390245 | 3.244266 | 11.570500 | 1.203678 | 1.534985 | 0.018710 | 1.055881 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | ee Power | 9.094325 | 4.326956 | 3.028750 | 9.094325 | 2.136241 | 2.472700 | 1.483568 | 0.708019 | -0.640677 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | ee Power | 9.752536 | 2.977614 | 3.815113 | 2.702362 | 9.752536 | 1.568156 | 2.518800 | 1.177391 | 2.474334 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | ee Power | 7.991710 | 4.151900 | 4.095208 | 2.627178 | 7.991710 | 6.277170 | 3.527247 | 4.463038 | 2.749698 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | ee Temporal Discontinuties | 12.794707 | 6.567663 | 4.547500 | 2.184799 | 8.470992 | 5.365697 | 11.348357 | 3.947596 | 12.794707 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | ee Power | 10.129449 | 2.271099 | 0.408177 | 10.129449 | 1.565987 | 4.759000 | 1.766208 | 9.638597 | 1.918186 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | ee Power | 9.217535 | 4.802657 | 3.118598 | 9.217535 | 2.214347 | 4.393491 | 2.294962 | 4.269784 | 0.738022 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | ee Power | 2.361957 | -0.408720 | 0.113794 | -0.291137 | 2.361957 | 0.193823 | 0.191894 | -0.028505 | -1.829878 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | ee Power | 11.398287 | 3.541229 | 4.829506 | 3.183940 | 11.398287 | 1.295670 | 2.810159 | -0.826274 | 1.101864 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | ee Power | 10.994299 | 5.059478 | 3.681769 | 10.994299 | 2.243647 | 2.491123 | 2.361424 | 0.670809 | -0.445866 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | ee Power | 10.145260 | 3.250593 | 4.737374 | 1.566950 | 10.145260 | 1.581898 | 5.676253 | 2.257849 | 6.405083 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | ee Power | 10.364522 | 4.738518 | 3.167680 | 10.364522 | 3.754867 | 8.991520 | 2.460590 | 6.666692 | 1.910178 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | nn Power | inf | 353.690421 | 354.093408 | inf | inf | 108.121779 | 111.992214 | 594.948225 | 516.674499 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | ee Shape | 2.529710 | 2.529710 | 1.495232 | 0.685286 | 0.047455 | 0.454480 | -0.037039 | 1.190838 | -0.484113 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | ee Power | 1.854643 | 0.432829 | 0.032976 | 1.854643 | -0.329892 | 0.807067 | -0.686358 | -0.455803 | -0.387714 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | nn Shape | 19.750783 | 19.620945 | 19.750783 | 5.723496 | 7.294068 | 3.346749 | 12.187376 | 0.656105 | 0.256449 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | ee Shape | 3.324572 | 3.324572 | 2.866812 | 2.414267 | 2.258979 | 2.116866 | 1.823119 | 0.667688 | 0.325292 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | ee Shape | 3.457700 | 3.013438 | 3.457700 | 1.990871 | 2.073824 | 2.166350 | 1.504372 | 1.393692 | 1.243844 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | ee Shape | 5.100170 | 5.100170 | 4.478787 | 3.029896 | 2.273919 | 1.337402 | 2.232789 | 0.487574 | -0.022362 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | ee Shape | 3.456478 | 3.096660 | 3.456478 | 2.462819 | 2.447215 | 2.574179 | 1.747839 | 0.392321 | 0.479748 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | ee Shape | 3.524821 | 3.524821 | 3.072479 | 3.070616 | 2.801002 | 1.736820 | 2.578699 | 0.840770 | 0.813052 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | nn Shape | 0.941384 | -1.138119 | 0.941384 | 0.306567 | 0.552030 | 0.287321 | -0.182783 | 0.235173 | -0.579128 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | nn Temporal Discontinuties | 23.127872 | 23.074249 | 9.624161 | 3.080526 | 1.991744 | 10.541040 | 7.230886 | 23.127872 | 15.952312 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | ee Shape | 3.449051 | 2.730420 | 3.449051 | 1.087506 | 2.401411 | 0.688240 | 1.385690 | 0.156899 | 0.522638 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | ee Shape | 2.984093 | 2.676374 | 2.984093 | 1.348461 | 1.633742 | 0.578897 | 1.087321 | 1.067634 | 2.086011 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | ee Shape | 3.101240 | 3.101240 | 2.828505 | 1.936198 | 1.008285 | 1.942873 | 0.630173 | 1.780692 | -0.953867 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | nn Power | 3.252840 | 3.137930 | 3.216904 | 3.252840 | 3.091008 | 1.509759 | 1.044177 | -0.775295 | 0.480410 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | ee Shape | 3.022978 | 2.827261 | 3.022978 | 1.207693 | 1.902565 | 1.118176 | 0.881518 | 0.657139 | 1.265043 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | ee Temporal Variability | 0.859219 | 0.855278 | -1.068146 | 0.402850 | 0.175786 | -0.997846 | 0.859219 | -0.671850 | 0.166366 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | nn Shape | 3.047807 | 3.047807 | 3.047790 | 1.465883 | 2.540945 | 0.962966 | 2.977259 | 1.147231 | 2.959478 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | ee Shape | 3.557055 | 3.062010 | 3.557055 | 2.109346 | 2.638964 | 0.770920 | 1.284970 | -1.056875 | 0.944919 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | nn Temporal Variability | 0.475242 | -2.569066 | -2.569066 | -2.410329 | -2.410329 | 0.475242 | 0.475242 | 0.005642 | 0.005642 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | nn Shape | 3.751235 | 1.502422 | 3.751235 | -0.156409 | 2.621271 | -0.749630 | 0.002746 | 0.108101 | -0.477929 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | nn Power | 23.739625 | 5.375607 | 8.156981 | 18.212059 | 23.739625 | 11.274057 | 15.902131 | 9.056070 | 7.688903 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | nn Shape | 2.601644 | 0.733619 | 2.601644 | -0.500275 | 0.880320 | -1.612055 | -0.528146 | -0.111707 | -0.055210 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | nn Shape | 3.024775 | 1.400956 | 3.024775 | 0.102717 | 1.450245 | -0.887590 | 0.082967 | -0.460690 | -0.764023 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | nn Shape | 2.685041 | 0.867668 | 2.685041 | -0.323036 | 1.253826 | -0.659501 | 0.563317 | -0.052808 | -0.000977 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | nn Shape | 3.687092 | 1.654360 | 3.687092 | 0.160652 | 1.739355 | -0.293030 | 1.037674 | -0.349286 | -0.445352 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | nn Temporal Variability | 14.753330 | 7.839314 | 5.329152 | 12.297936 | 9.780537 | 14.753330 | 10.512347 | -1.870641 | -0.972454 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | nn Temporal Variability | 13.212654 | 8.222722 | 5.528530 | 12.657791 | 10.060076 | 13.212654 | 9.337372 | -3.329560 | -2.104185 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | nn Temporal Variability | 20.472481 | 9.410009 | 6.988303 | 17.510314 | 12.906868 | 20.472481 | 13.100720 | 0.249780 | 0.546120 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | nn Shape | 2.713938 | 2.713938 | 1.208772 | 1.511627 | -0.206246 | 0.443519 | -1.557200 | -2.108821 | -1.361403 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | nn Temporal Variability | 14.663749 | 5.277649 | 7.549208 | 9.655876 | 12.886363 | 10.061620 | 14.663749 | -1.104434 | -2.527636 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | nn Power | 25.688623 | 7.776602 | 5.670018 | 25.688623 | 19.123245 | 1.122230 | 0.033221 | -2.188514 | -1.230844 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | nn Power | 15.122354 | 6.662926 | 5.212721 | 15.122354 | 11.673933 | 11.688015 | 7.344400 | 3.727805 | 3.314583 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | nn Shape | 4.301619 | 4.301619 | 2.719026 | 2.719833 | 1.492261 | 1.833077 | -0.029876 | 0.244417 | -0.188359 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | nn Power | 21.151927 | 11.829017 | 7.394472 | 21.151927 | 15.428447 | 20.708101 | 13.961279 | -4.171702 | -1.519363 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | nn Shape | 2.915414 | 2.097007 | 2.915414 | 1.051897 | 2.320207 | -2.883212 | 1.390696 | -1.509801 | -1.507704 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | nn Shape | 2.679859 | 2.679859 | 1.453915 | 1.464517 | 0.237384 | 0.336889 | -1.849531 | -1.581699 | -0.386878 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | nn Temporal Variability | 13.162495 | 5.827907 | 8.430733 | 10.154976 | 13.101408 | 8.610818 | 13.162495 | -1.383533 | -2.515403 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | nn Power | 16.773443 | 6.913414 | 9.783966 | 13.166564 | 16.773443 | 9.850913 | 16.474424 | -1.197941 | -2.337909 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | nn Shape | 2.733970 | 2.733970 | 1.073892 | 1.253419 | -0.034636 | 0.505590 | -1.520914 | -1.456816 | -1.315488 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | nn Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | nn Power | 9.113417 | 4.921949 | 3.894476 | 9.113417 | 4.022481 | -0.065782 | 2.315618 | -0.790197 | 0.167997 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | nn Temporal Discontinuties | 12.281454 | 8.810798 | 6.808402 | 10.676553 | 8.798079 | 10.350166 | 9.096756 | 12.281454 | 8.189305 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | nn Temporal Variability | 15.800083 | 8.415957 | 10.170178 | 11.989309 | 15.061623 | 13.150630 | 15.800083 | -0.869789 | -2.554426 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | 2 | dish_ok | nn Power | 12.394236 | 6.195966 | 5.500730 | 12.394236 | 10.636153 | 6.553339 | 2.817012 | -0.486918 | -0.865072 |